Exploratory Data Analysis
Univariate Analysis
Continuous Variables
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
PID
|
0
|
0
|
713844613
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
area
|
17
|
2.04
|
1450
|
1419
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
price
|
40
|
4.8
|
174622
|
163947
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
MS.SubClass
|
64
|
7.67
|
57.9
|
48.6
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Lot.Frontage
|
24
|
2.88
|
NA
|
NA
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Lot.Area
|
32
|
3.84
|
10228
|
9064
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Lot.Shape
|
2
|
0.24
|
3.59
|
3.6
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Utilities
|
0
|
0
|
4
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Land.Slope
|
34
|
4.08
|
2.96
|
3
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Overall.Qual
|
1
|
0.12
|
6
|
6
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Overall.Cond
|
70
|
8.39
|
5.64
|
5.51
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Year.Built
|
4
|
0.48
|
1970
|
1970
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Year.Remod.Add
|
0
|
0
|
1983
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Mas.Vnr.Area
|
66
|
7.91
|
NA
|
NA
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Exter.Qual
|
0
|
0
|
3.36
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Exter.Cond
|
123
|
14.8
|
3.11
|
3
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Qual
|
21
|
2.52
|
3.44
|
3.53
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Cond
|
71
|
8.51
|
2.94
|
3
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Exposure
|
75
|
8.99
|
1.64
|
1.4
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
BsmtFin.Type.1
|
0
|
0
|
3.64
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
BsmtFin.SF.1
|
2
|
0.24
|
453
|
449
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
BsmtFin.Type.2
|
123
|
14.8
|
1.3
|
1
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
BsmtFin.SF.2
|
103
|
12.3
|
52.4
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Unf.SF
|
18
|
2.16
|
518
|
490
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Total.Bsmt.SF
|
39
|
4.68
|
1023
|
1022
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Heating.QC
|
0
|
0
|
4.13
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Electrical
|
58
|
6.95
|
4.91
|
5
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
X1st.Flr.SF
|
14
|
1.68
|
1127
|
1108
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
X2nd.Flr.SF
|
1
|
0.12
|
318
|
316
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Low.Qual.Fin.SF
|
10
|
1.2
|
4.52
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Full.Bath
|
0
|
0
|
0.44
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Half.Bath
|
50
|
6
|
0.06
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Full.Bath
|
2
|
0.24
|
1.5
|
1.5
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Half.Bath
|
0
|
0
|
0.38
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bedroom.AbvGr
|
19
|
2.28
|
2.81
|
2.76
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Kitchen.AbvGr
|
32
|
3.84
|
1.04
|
1
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Kitchen.Qual
|
1
|
0.12
|
3.47
|
3.47
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
TotRms.AbvGrd
|
10
|
1.2
|
6.27
|
6.21
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Functional
|
57
|
6.83
|
7.85
|
8
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Fireplaces
|
3
|
0.36
|
0.59
|
0.58
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Fireplace.Qu
|
0
|
0
|
1.67
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Yr.Blt
|
7
|
0.84
|
1974
|
1975
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Finish
|
185
|
22.2
|
1.12
|
0.59
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Cars
|
7
|
0.84
|
1.72
|
1.7
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Area
|
9
|
1.08
|
461
|
454
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Qual
|
77
|
9.23
|
2.83
|
3
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Cond
|
66
|
7.91
|
2.84
|
3
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Paved.Drive
|
89
|
10.7
|
2.82
|
3
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Wood.Deck.SF
|
21
|
2.52
|
93.2
|
81.9
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Open.Porch.SF
|
39
|
4.68
|
45.3
|
35.9
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Enclosed.Porch
|
143
|
17.1
|
24
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
X3Ssn.Porch
|
12
|
1.44
|
3.19
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Screen.Porch
|
66
|
7.91
|
14.9
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Pool.Area
|
3
|
0.36
|
1.75
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Pool.QC
|
3
|
0.36
|
0.01
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Fence
|
179
|
21.5
|
0.65
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Misc.Val
|
28
|
3.36
|
53.1
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Mo.Sold
|
0
|
0
|
6.16
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Yr.Sold
|
0
|
0
|
2008
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
age
|
4
|
0.48
|
48
|
47.6
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
age.remod
|
0
|
0
|
35
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
age.garage
|
7
|
0.84
|
43.6
|
42.9
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
area.log
|
4
|
0.48
|
7.22
|
7.23
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
age.garage.log
|
0
|
0
|
3.61
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
price.log
|
21
|
2.52
|
12
|
12
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Lot.Area.log
|
72
|
8.63
|
9.08
|
9.13
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Overall.Qual.log
|
6
|
0.72
|
1.93
|
1.93
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Overall.Cond.log
|
70
|
8.39
|
1.88
|
1.87
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Year.Built.log
|
7
|
0.84
|
7.59
|
7.59
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Year.Remod.Add.log
|
0
|
0
|
7.59
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
BsmtFin.SF.1.log
|
0
|
0
|
4.44
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Unf.SF.log
|
74
|
8.87
|
5.56
|
6.08
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Total.Bsmt.SF.log
|
38
|
4.56
|
6.73
|
6.91
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
X1st.Flr.SF.log
|
4
|
0.48
|
6.98
|
6.98
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
X2nd.Flr.SF.log
|
0
|
0
|
2.68
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Full.Bath.log
|
0
|
0
|
0.3
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bsmt.Half.Bath.log
|
50
|
6
|
0.04
|
0
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Full.Bath.log
|
2
|
0.24
|
0.9
|
0.9
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Half.Bath.log
|
0
|
0
|
0.26
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Bedroom.AbvGr.log
|
6
|
0.72
|
1.31
|
1.31
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Kitchen.AbvGr.log
|
32
|
3.84
|
0.71
|
0.69
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
TotRms.AbvGrd.log
|
5
|
0.6
|
1.96
|
1.96
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Fireplaces.log
|
0
|
0
|
0.38
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Yr.Blt.log
|
7
|
0.84
|
7.59
|
7.59
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Cars.log
|
36
|
4.32
|
0.96
|
1
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Garage.Area.log
|
36
|
4.32
|
5.85
|
6.11
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Wood.Deck.SF.log
|
0
|
0
|
2.43
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Open.Porch.SF.log
|
0
|
0
|
2.3
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Mo.Sold.log
|
71
|
8.51
|
1.89
|
1.98
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
Yr.Sold.log
|
0
|
0
|
7.61
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
age.log
|
0
|
0
|
3.69
|
NaN
|
|
Term
|
Outliers
|
Outlier Pct
|
Mean with Outliers
|
Mean w/o Outliers
|
|
age.remod.log
|
0
|
0
|
3.41
|
NaN
|
Categorical Variables
|
|
Other
|
RL
|
Total
|
|
Frequency
|
178
|
656
|
834
|
|
Proportion
|
0.213
|
0.787
|
1.000
|
|
|
Grvl
|
Pave
|
Total
|
|
Frequency
|
2
|
832
|
834
|
|
Proportion
|
0.0024
|
0.9976
|
1.0000
|
|
|
Grvl
|
Pave
|
Total
|
|
Frequency
|
28
|
25
|
53
|
|
Proportion
|
0.0336
|
0.0300
|
0.0635
|
|
|
Bnk
|
HLS
|
Low
|
Lvl
|
Total
|
|
Frequency
|
29
|
29
|
19
|
757
|
834
|
|
Proportion
|
0.0348
|
0.0348
|
0.0228
|
0.9077
|
1.0000
|
|
|
Corner
|
CulDSac
|
FR
|
Inside
|
Total
|
|
Frequency
|
145
|
63
|
36
|
590
|
834
|
|
Proportion
|
0.1739
|
0.0755
|
0.0432
|
0.7074
|
1.0000
|
|
|
Blmngtn
|
Other
|
BrDale
|
BrkSide
|
ClearCr
|
CollgCr
|
Crawfor
|
Edwards
|
Gilbert
|
IDOTRR
|
MeadowV
|
Mitchel
|
NAmes
|
NoRidge
|
NridgHt
|
NWAmes
|
OldTown
|
Sawyer
|
SawyerW
|
Somerst
|
StoneBr
|
SWISU
|
Timber
|
Veenker
|
Total
|
|
Frequency
|
7
|
13
|
7
|
36
|
11
|
75
|
25
|
50
|
36
|
27
|
16
|
41
|
140
|
28
|
36
|
35
|
62
|
57
|
39
|
45
|
12
|
10
|
17
|
9
|
834
|
|
Proportion
|
0.00839
|
0.01559
|
0.00839
|
0.04317
|
0.01319
|
0.08993
|
0.02998
|
0.05995
|
0.04317
|
0.03237
|
0.01918
|
0.04916
|
0.16787
|
0.03357
|
0.04317
|
0.04197
|
0.07434
|
0.06835
|
0.04676
|
0.05396
|
0.01439
|
0.01199
|
0.02038
|
0.01079
|
1.00000
|
|
|
Artery
|
Feedr
|
Norm
|
PosA
|
PosN
|
RRAe
|
RRAn
|
RRNe
|
RRNn
|
Total
|
|
Frequency
|
19
|
46
|
732
|
7
|
9
|
8
|
9
|
2
|
2
|
834
|
|
Proportion
|
0.02278
|
0.05516
|
0.87770
|
0.00839
|
0.01079
|
0.00959
|
0.01079
|
0.00240
|
0.00240
|
1.00000
|
|
|
Artery
|
Feedr
|
Norm
|
PosN
|
RRNn
|
Total
|
|
Frequency
|
1
|
6
|
825
|
1
|
1
|
834
|
|
Proportion
|
0.00120
|
0.00719
|
0.98921
|
0.00120
|
0.00120
|
1.00000
|
|
|
1Fam
|
Other
|
Total
|
|
Frequency
|
687
|
147
|
834
|
|
Proportion
|
0.824
|
0.176
|
1.000
|
|
|
1.5Fin
|
Other
|
1Story
|
2Story
|
SFoyer
|
SLvl
|
Total
|
|
Frequency
|
85
|
18
|
422
|
239
|
32
|
38
|
834
|
|
Proportion
|
0.1019
|
0.0216
|
0.5060
|
0.2866
|
0.0384
|
0.0456
|
1.0000
|
|
|
Other
|
Gable
|
Total
|
|
Frequency
|
180
|
654
|
834
|
|
Proportion
|
0.216
|
0.784
|
1.000
|
|
|
CompShg
|
Metal
|
Tar&Grv
|
WdShake
|
WdShngl
|
Total
|
|
Frequency
|
822
|
1
|
8
|
1
|
2
|
834
|
|
Proportion
|
0.98561
|
0.00120
|
0.00959
|
0.00120
|
0.00240
|
1.00000
|
|
|
Other
|
BrkFace
|
CemntBd
|
HdBoard
|
MetalSd
|
Plywood
|
VinylSd
|
Wd Sdng
|
Total
|
|
Frequency
|
44
|
32
|
30
|
145
|
130
|
66
|
262
|
125
|
834
|
|
Proportion
|
0.0528
|
0.0384
|
0.0360
|
0.1739
|
0.1559
|
0.0791
|
0.3141
|
0.1499
|
1.0000
|
|
|
Other
|
BrkFace
|
HdBoard
|
MetalSd
|
Plywood
|
VinylSd
|
Wd Sdng
|
Total
|
|
Frequency
|
85
|
20
|
134
|
132
|
85
|
259
|
119
|
834
|
|
Proportion
|
0.102
|
0.024
|
0.161
|
0.158
|
0.102
|
0.311
|
0.143
|
1.000
|
|
|
Other
|
BrkFace
|
None
|
Total
|
|
Frequency
|
55
|
263
|
516
|
834
|
|
Proportion
|
0.0659
|
0.3153
|
0.6187
|
1.0000
|
|
|
Other
|
CBlock
|
PConc
|
Total
|
|
Frequency
|
102
|
381
|
351
|
834
|
|
Proportion
|
0.122
|
0.457
|
0.421
|
1.000
|
|
|
GasA
|
GasW
|
Grav
|
OthW
|
Wall
|
Total
|
|
Frequency
|
824
|
7
|
1
|
1
|
1
|
834
|
|
Proportion
|
0.98801
|
0.00839
|
0.00120
|
0.00120
|
0.00120
|
1.00000
|
|
|
N
|
Y
|
Total
|
|
Frequency
|
45
|
789
|
834
|
|
Proportion
|
0.054
|
0.946
|
1.000
|
|
|
Other
|
Attchd
|
BuiltIn
|
Detchd
|
Total
|
|
Frequency
|
17
|
505
|
43
|
234
|
799
|
|
Proportion
|
0.0204
|
0.6055
|
0.0516
|
0.2806
|
0.9580
|
|
|
Gar2
|
Othr
|
Shed
|
TenC
|
Total
|
|
Frequency
|
2
|
1
|
24
|
1
|
28
|
|
Proportion
|
0.0024
|
0.0012
|
0.0288
|
0.0012
|
0.0336
|
|
|
COD
|
Con
|
ConLD
|
ConLI
|
ConLw
|
CWD
|
Oth
|
VWD
|
WD
|
Total
|
|
Frequency
|
16
|
4
|
5
|
3
|
5
|
2
|
1
|
1
|
797
|
834
|
|
Proportion
|
0.0192
|
0.0048
|
0.0060
|
0.0036
|
0.0060
|
0.0024
|
0.0012
|
0.0012
|
0.9556
|
1.0000
|
|
|
Normal
|
Total
|
|
Frequency
|
834
|
834
|
|
Proportion
|
1
|
1
|